Autodistill MobileCLIP Module
This repository contains the code supporting the MobileCLIP base model for use with Autodistill.
MobileCLIP, developed by OpenAI, is a computer vision model trained using pairs of images and text. You can use MobileCLIP with autodistill for image classification.
Read the full Autodistill documentation.
Read the MobileCLIP Autodistill documentation.
Installation
To use MobileCLIP with autodistill, you need to install the following dependency:
pip3 install autodistill-mobileclip
Quickstart
from autodistill_mobileclip import MobileCLIP
from autodistill.detection import CaptionOntology
base_model = MobileCLIP(
ontology=CaptionOntology(
{
"person": "person",
"a forklift": "forklift"
}
)
)
base_model.label("./context_images", extension=".jpeg")
License
MobileCLIP licensed under an Apple license.
🏆 Contributing
We love your input! Please see the core Autodistill contributing guide to get started. Thank you 🙏 to all our contributors!